Ryzen 7 7840U AMD Zen 4 AVX-512 Analysis

Benchmarks by Michael Larabel for a future article. Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 16GB on Ubuntu 23.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2307119-NE-2307108NE50
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

CPU Massive 3 Tests
Creator Workloads 6 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 3 Tests
Multi-Core 7 Tests
Intel oneAPI 6 Tests
Python Tests 2 Tests
Raytracing 2 Tests
Renderers 2 Tests
Server CPU Tests 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Comparison
Transpose Comparison

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Core i7 1065G7: AVX512 Off
July 11 2023
  10 Hours, 47 Minutes
Core i7 1065G7: AVX512 On
July 10 2023
  12 Hours, 43 Minutes
Core i7 1165G7: AVX512 Off
July 09 2023
  13 Hours, 41 Minutes
Core i7 1165G7: AVX512 On
July 08 2023
  13 Hours, 7 Minutes
Ryzen 7 7840U: AVX512 Off
July 08 2023
  8 Hours, 48 Minutes
Ryzen 7 7840U: AVX512 On
July 08 2023
  7 Hours, 18 Minutes
Invert Hiding All Results Option
  11 Hours, 4 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionCore i7 1065G7Core i7 1165G7Ryzen 7 7840U AVX512 Off AVX512 On AVX512 Off AVX512 On AVX512 Off AVX512 OnIntel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Ice Lake-LP DRAM16GBToshiba KBG40ZPZ512G NVMe 512GBIntel Iris Plus ICL GT2 16GB (1100MHz)Realtek ALC289Intel Ice Lake-LP PCH CNVi WiFiUbuntu 23.046.2.0-24-generic (x86_64)GNOME Shell 44.0X Server + Wayland4.6 Mesa 23.0.4-0ubuntu1~23.04.1GCC 12.2.0ext41920x1200Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (3.15.0 BIOS)Intel Tiger Lake-LPKioxia KBG40ZNS256G NVMe 256GBIntel Xe TGL GT2 15GB (1300MHz)Intel Wi-Fi 6 AX2014.6 Mesa 23.0.2AMD Ryzen 7 7840U @ 3.30GHz (8 Cores / 16 Threads)PHX Ray_PEU (V1.04 BIOS)AMD Device 14e81024GB Micron_3400_MTFDKBA1T0TFHAMD Phoenix1 512MB (2700/400MHz)AMD Rembrandt Radeon HD AudioMEDIATEK MT7922 802.11ax PCIKDE Plasma 5.27.4X Server 1.21.1.74.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49)3200x2000OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-Pa930Z/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-Pa930Z/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Core i7 1065G7: AVX512 Off: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb8 - Thermald 2.5.2- Core i7 1065G7: AVX512 On: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb8 - Thermald 2.5.2- Core i7 1165G7: AVX512 Off: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.5.2- Core i7 1165G7: AVX512 On: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.5.2- Ryzen 7 7840U: AVX512 Off: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa704101- Ryzen 7 7840U: AVX512 On: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa704101Python Details- Python 3.11.2Security Details- Core i7 1065G7: AVX512 Off: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Core i7 1065G7: AVX512 On: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Core i7 1165G7: AVX512 Off: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Core i7 1165G7: AVX512 On: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 7 7840U: AVX512 Off: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Ryzen 7 7840U: AVX512 On: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

minibude: OpenMP - BM1openvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownminibude: OpenMP - BM1libxsmm: 64tensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 16 - AlexNettensorflow: CPU - 16 - GoogLeNettensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 64 - AlexNettensorflow: CPU - 64 - GoogLeNetopenvkl: vklBenchmark ISPCospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timeospray: particle_volume/pathtracer/real_timecpuminer-opt: scryptcpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Myriad-Groestlcpuminer-opt: Blake-2 Scpuminer-opt: x25xcpuminer-opt: Garlicoincpuminer-opt: Skeincoincpuminer-opt: LBC, LBRY Creditsospray-studio: 1 - 1080p - 1 - Path Tracerospray-studio: 1 - 1080p - 32 - Path Tracerospray-studio: 1 - 4K - 1 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracerospray-studio: 3 - 1080p - 1 - Path Tracerospray-studio: 3 - 1080p - 32 - Path Tracerospray-studio: 3 - 4K - 1 - Path Tracerospray-studio: 3 - 4K - 32 - Path Traceronednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUCore i7 1065G7Core i7 1165G7Ryzen 7 7840U AVX512 Off AVX512 On AVX512 Off AVX512 On AVX512 Off AVX512 On3.5300.661.231756.761896.010.420.41125.2262.6681.3860.33100.737.833.91243.42152.918188.24986.44.7927.3212.274.6732.1311.97410.5131350.4889890.75521149.105043.01150273733.1399990102.37717.47155406023.3611072355240421651370317128434122315048616110468.533149.112955.7970412996.56705.376046.153229.192.252.099570.629721.5031.9463.8449.1566.3039.69510.124.5460.702.701972.412126.630.420.41262.3867.83148.1857.25102.039.124.13483.61063.2056113.64792.07.1838.4719.927.5146.6520.77530.8488880.8283651.0343656.013975.83334038664.82192807118.901277.89244621620510304335347408071317047123423997164882015718484.120713.155473.2110811513.95863.575677.941478.992.011.869526.099645.1115.2458.9726.9869.8539.19438.375.2471.011.812495.372804.430.650.64179.8194.36119.1693.81148.1312.055.63035.01784.3653131.187139.06.8736.8718.386.7744.9117.97630.8780800.8333341.2579676.036262.57215655364.37150523156.601057.36229718840.5077002436822947096785491012966753574511666124.879155.740303.593429315.504765.103943.842198.131.591.416142.876247.5822.2642.4033.5742.6326.99331.586.4681.013.912780.433141.620.630.63375.46100.60224.2981.43149.6713.226.29755.51624.9448161.705137.19.7452.9728.6210.5164.5629.96821.426821.397241.6762188.3404132.795260312609282211175.051822.77341612450269062195872668087044785072689823218910762022.481262.523681.895787357.333754.663968.311021.781.421.266290.166318.6710.6539.7717.8249.1026.70302.2111.6281.563.184781.195336.560.910.91344.82170.20237.45131.13212.1517.138.09177.23296.8556290.697155.38.8446.2125.788.5464.7924.87921.194871.137241.9576493.5182128.055853313910315925348.692009.3863907220304456147764180885979235707187853224797395752.869453.369981.680585003.232748.202570.311252.111.651.494390.074387.5523.2023.4816.8430.5318.83233.1714.8843.506.9110275.456240.041.781.77639.05331.31359.97185.72336.1336.469.95848.55957.9186372.100168.016.4477.6551.1916.74113.5848.051141.988701.978142.46956101.808166.578762726160531477374.952752.2778300439034192138553165675489035060161258190646287671.527071.616330.9444324354.172371.621143.20578.350.771.272242.452252.8212.4912.0511.1021.5311.88109.68OpenBenchmarking.org

CPU Temperature Monitor

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringAVX512 OnAVX512 Off20406080100Min: 31.25 / Avg: 67.05 / Max: 92.13Min: 38.88 / Avg: 67.66 / Max: 92Min: 33 / Avg: 67.31 / Max: 100Min: 42 / Avg: 68.49 / Max: 100Min: 33 / Avg: 80.26 / Max: 100Min: 32 / Avg: 80.83 / Max: 100

CPU Peak Freq (Highest CPU Core Frequency) Monitor

Core i7 1065G7Ryzen 7 7840UCore i7 1165G7OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringAVX512 OnAVX512 Off9001800270036004500Min: 1322 / Avg: 1935.69 / Max: 3910Min: 1220 / Avg: 1946.81 / Max: 3908Min: 1114 / Avg: 2621.67 / Max: 5115Min: 1397 / Avg: 2761.55 / Max: 5115Min: 640 / Avg: 2932.06 / Max: 4745Min: 683 / Avg: 2950.53 / Max: 4707

CPU Power Consumption Monitor

Core i7 1065G7Ryzen 7 7840UCore i7 1165G7OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringAVX512 OffAVX512 On1530456075Min: 0.3 / Avg: 14.57 / Max: 46.78Min: 0.35 / Avg: 15.11 / Max: 46.04Min: 1.27 / Avg: 15.88 / Max: 30.82Min: 1.3 / Avg: 16.39 / Max: 30.21Min: 0.54 / Avg: 28.73 / Max: 63.65Min: 0.59 / Avg: 29.93 / Max: 75.77

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OnAVX512 Off48121620SE +/- 0.149, N = 3SE +/- 0.137, N = 3SE +/- 0.078, N = 4SE +/- 0.072, N = 3SE +/- 0.027, N = 3SE +/- 0.014, N = 314.88411.6286.4685.2474.5463.5301. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OnAVX512 Off48121620Min: 14.6 / Avg: 14.88 / Max: 15.11Min: 11.36 / Avg: 11.63 / Max: 11.82Min: 6.29 / Avg: 6.47 / Max: 6.67Min: 5.11 / Avg: 5.25 / Max: 5.34Min: 4.51 / Avg: 4.55 / Max: 4.6Min: 3.52 / Avg: 3.53 / Max: 3.561. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OnAVX512 Off0.78751.5752.36253.153.9375SE +/- 0.05, N = 12SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 14SE +/- 0.01, N = 15SE +/- 0.01, N = 93.501.561.011.010.700.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OnAVX512 Off246810Min: 3.35 / Avg: 3.5 / Max: 3.9Min: 1.46 / Avg: 1.56 / Max: 1.84Min: 1 / Avg: 1.01 / Max: 1.03Min: 1 / Avg: 1.01 / Max: 1.11Min: 0.66 / Avg: 0.7 / Max: 0.74Min: 0.65 / Avg: 0.66 / Max: 0.71. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.01, N = 15SE +/- 0.04, N = 13SE +/- 0.01, N = 36.913.183.911.812.701.231. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off3691215Min: 6.89 / Avg: 6.91 / Max: 6.93Min: 3.14 / Avg: 3.18 / Max: 3.22Min: 3.8 / Avg: 3.91 / Max: 4.29Min: 1.78 / Avg: 1.81 / Max: 1.98Min: 2.52 / Avg: 2.7 / Max: 3.1Min: 1.22 / Avg: 1.23 / Max: 1.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OnAVX512 Off2K4K6K8K10KSE +/- 23.21, N = 3SE +/- 49.53, N = 5SE +/- 24.76, N = 15SE +/- 22.56, N = 15SE +/- 14.06, N = 15SE +/- 18.92, N = 410275.454781.192780.432495.371972.411756.761. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OnAVX512 Off2K4K6K8K10KMin: 10245.86 / Avg: 10275.45 / Max: 10321.22Min: 4684.8 / Avg: 4781.19 / Max: 4967.08Min: 2716.35 / Avg: 2780.43 / Max: 3121.08Min: 2439.78 / Avg: 2495.37 / Max: 2756.94Min: 1893.78 / Avg: 1972.41 / Max: 2118.13Min: 1733.01 / Avg: 1756.76 / Max: 1813.271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OnAVX512 Off13002600390052006500SE +/- 89.90, N = 3SE +/- 61.26, N = 3SE +/- 25.48, N = 15SE +/- 33.60, N = 15SE +/- 16.58, N = 15SE +/- 20.61, N = 46240.045336.563141.622804.432126.631896.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OnAVX512 Off11002200330044005500Min: 6066.06 / Avg: 6240.04 / Max: 6366.32Min: 5215.02 / Avg: 5336.56 / Max: 5410.67Min: 3062.01 / Avg: 3141.62 / Max: 3427.4Min: 2689.21 / Avg: 2804.43 / Max: 3100.69Min: 2071.94 / Avg: 2126.63 / Max: 2274.58Min: 1871.85 / Avg: 1896.01 / Max: 1957.711. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OnAVX512 Off0.40050.8011.20151.6022.0025SE +/- 0.03, N = 12SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 12SE +/- 0.00, N = 15SE +/- 0.01, N = 41.780.910.650.630.420.421. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OnAVX512 Off246810Min: 1.69 / Avg: 1.78 / Max: 1.99Min: 0.88 / Avg: 0.91 / Max: 1Min: 0.64 / Avg: 0.65 / Max: 0.66Min: 0.62 / Avg: 0.63 / Max: 0.7Min: 0.41 / Avg: 0.42 / Max: 0.45Min: 0.41 / Avg: 0.42 / Max: 0.431. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OnAVX512 Off0.39830.79661.19491.59321.9915SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 11SE +/- 0.01, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 31.770.910.640.630.410.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OnAVX512 Off246810Min: 1.75 / Avg: 1.77 / Max: 1.8Min: 0.91 / Avg: 0.91 / Max: 0.92Min: 0.62 / Avg: 0.64 / Max: 0.68Min: 0.62 / Avg: 0.63 / Max: 0.69Min: 0.4 / Avg: 0.41 / Max: 0.45Min: 0.4 / Avg: 0.41 / Max: 0.421. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off140280420560700SE +/- 3.92, N = 3SE +/- 2.55, N = 15SE +/- 3.72, N = 15SE +/- 1.96, N = 15SE +/- 2.42, N = 15SE +/- 1.74, N = 3639.05344.82375.46179.81262.38125.221. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off110220330440550Min: 631.38 / Avg: 639.05 / Max: 644.27Min: 318.22 / Avg: 344.82 / Max: 353.91Min: 365.73 / Avg: 375.46 / Max: 408.26Min: 173.5 / Avg: 179.81 / Max: 197.31Min: 248.31 / Avg: 262.38 / Max: 281.34Min: 123.4 / Avg: 125.22 / Max: 128.71. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OnAVX512 Off70140210280350SE +/- 3.20, N = 3SE +/- 1.57, N = 3SE +/- 0.90, N = 13SE +/- 0.83, N = 13SE +/- 0.72, N = 5SE +/- 0.76, N = 4331.31170.20100.6094.3667.8362.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OnAVX512 Off60120180240300Min: 325.01 / Avg: 331.31 / Max: 335.44Min: 168.16 / Avg: 170.2 / Max: 173.28Min: 99.43 / Avg: 100.6 / Max: 111.44Min: 93.07 / Avg: 94.36 / Max: 104.24Min: 67.08 / Avg: 67.83 / Max: 70.69Min: 61.83 / Avg: 62.66 / Max: 64.921. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off80160240320400SE +/- 3.22, N = 15SE +/- 2.68, N = 3SE +/- 1.42, N = 14SE +/- 0.88, N = 14SE +/- 1.56, N = 5SE +/- 0.91, N = 4359.97237.45224.29119.16148.1881.381. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off60120180240300Min: 352.02 / Avg: 359.97 / Max: 394.05Min: 232.65 / Avg: 237.45 / Max: 241.93Min: 222.16 / Avg: 224.29 / Max: 242.62Min: 117.87 / Avg: 119.16 / Max: 130.53Min: 146.48 / Avg: 148.18 / Max: 154.43Min: 80.34 / Avg: 81.38 / Max: 84.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OnAVX512 Off4080120160200SE +/- 2.58, N = 3SE +/- 1.48, N = 15SE +/- 0.98, N = 5SE +/- 0.67, N = 3SE +/- 0.69, N = 4SE +/- 0.73, N = 3185.72131.1393.8181.4360.3357.251. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OnAVX512 Off306090120150Min: 182.7 / Avg: 185.72 / Max: 190.86Min: 124.82 / Avg: 131.13 / Max: 145.72Min: 92.4 / Avg: 93.81 / Max: 97.72Min: 80.42 / Avg: 81.43 / Max: 82.69Min: 59.57 / Avg: 60.33 / Max: 62.4Min: 56.47 / Avg: 57.25 / Max: 58.711. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OnAVX512 Off70140210280350SE +/- 3.29, N = 3SE +/- 0.75, N = 3SE +/- 0.41, N = 3SE +/- 1.50, N = 5SE +/- 1.41, N = 3SE +/- 1.15, N = 4336.13212.15149.67148.13102.03100.731. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OnAVX512 Off60120180240300Min: 332.55 / Avg: 336.13 / Max: 342.7Min: 210.65 / Avg: 212.15 / Max: 212.98Min: 149.11 / Avg: 149.67 / Max: 150.46Min: 145.99 / Avg: 148.13 / Max: 153.98Min: 100.58 / Avg: 102.03 / Max: 104.85Min: 99.48 / Avg: 100.73 / Max: 104.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OnAVX512 Off816243240SE +/- 0.33, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 7SE +/- 0.09, N = 5SE +/- 0.11, N = 336.4617.1313.2212.059.127.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OnAVX512 Off816243240Min: 35.81 / Avg: 36.46 / Max: 36.91Min: 16.94 / Avg: 17.13 / Max: 17.26Min: 13.07 / Avg: 13.22 / Max: 13.42Min: 11.89 / Avg: 12.05 / Max: 12.73Min: 9 / Avg: 9.12 / Max: 9.49Min: 7.72 / Avg: 7.83 / Max: 8.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Embree

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonAVX512 OnAVX512 Off0.14490.28980.43470.57960.72450.6440.5330.2870.2800.2100.194

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjAVX512 OnAVX512 Off0.12350.2470.37050.4940.61750.5490.4550.2510.2470.1790.168

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownAVX512 OnAVX512 Off0.11320.22640.33960.45280.5660.5030.4200.2180.2130.1590.147

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonAVX512 OnAVX512 Off3691215SE +/- 0.0930, N = 3SE +/- 0.0474, N = 3SE +/- 0.0513, N = 15SE +/- 0.0607, N = 3SE +/- 0.0069, N = 3SE +/- 0.0463, N = 39.95848.09176.29755.63034.13483.9124
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonAVX512 OnAVX512 Off3691215Min: 9.81 / Avg: 9.96 / Max: 10.13Min: 8.02 / Avg: 8.09 / Max: 8.18Min: 6.08 / Avg: 6.3 / Max: 6.6Min: 5.56 / Avg: 5.63 / Max: 5.75Min: 4.12 / Avg: 4.13 / Max: 4.14Min: 3.85 / Avg: 3.91 / Max: 4

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjAVX512 OnAVX512 Off246810SE +/- 0.1142, N = 3SE +/- 0.0412, N = 3SE +/- 0.0350, N = 3SE +/- 0.0334, N = 3SE +/- 0.0178, N = 3SE +/- 0.0383, N = 38.55957.23295.51625.01783.61063.4215
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjAVX512 OnAVX512 Off3691215Min: 8.4 / Avg: 8.56 / Max: 8.78Min: 7.15 / Avg: 7.23 / Max: 7.28Min: 5.46 / Avg: 5.52 / Max: 5.58Min: 4.96 / Avg: 5.02 / Max: 5.08Min: 3.58 / Avg: 3.61 / Max: 3.63Min: 3.36 / Avg: 3.42 / Max: 3.49

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownAVX512 OnAVX512 Off246810SE +/- 0.0891, N = 3SE +/- 0.0389, N = 3SE +/- 0.0702, N = 3SE +/- 0.0485, N = 5SE +/- 0.0015, N = 3SE +/- 0.0178, N = 37.91866.85564.94484.36533.20562.9181
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownAVX512 OnAVX512 Off3691215Min: 7.75 / Avg: 7.92 / Max: 8.05Min: 6.78 / Avg: 6.86 / Max: 6.91Min: 4.81 / Avg: 4.94 / Max: 5.05Min: 4.28 / Avg: 4.37 / Max: 4.55Min: 3.2 / Avg: 3.21 / Max: 3.21Min: 2.9 / Avg: 2.92 / Max: 2.95

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OnAVX512 Off80160240320400SE +/- 3.72, N = 3SE +/- 3.42, N = 3SE +/- 1.94, N = 4SE +/- 1.80, N = 3SE +/- 0.67, N = 3SE +/- 0.34, N = 3372.10290.70161.71131.19113.6588.251. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1AVX512 OnAVX512 Off70140210280350Min: 365.06 / Avg: 372.1 / Max: 377.7Min: 284.1 / Avg: 290.7 / Max: 295.55Min: 157.24 / Avg: 161.71 / Max: 166.69Min: 127.63 / Avg: 131.19 / Max: 133.48Min: 112.76 / Avg: 113.65 / Max: 114.97Min: 87.91 / Avg: 88.25 / Max: 88.931. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

libxsmm

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgGFLOPS/s Per Watt, More Is Betterlibxsmm 2-1.17-3645M N K: 64AVX512 OnAVX512 Off36912159.5728.5316.0105.7514.1143.772

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64AVX512 OnAVX512 Off4080120160200SE +/- 1.19, N = 3SE +/- 1.56, N = 3SE +/- 1.72, N = 13SE +/- 1.64, N = 14SE +/- 3.03, N = 12SE +/- 2.79, N = 12168.0155.3139.0137.192.086.41. (CXX) g++ options: -dynamic -Bstatic -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64AVX512 OnAVX512 Off306090120150Min: 165.7 / Avg: 167.97 / Max: 169.7Min: 152.6 / Avg: 155.33 / Max: 158Min: 137.1 / Avg: 138.95 / Max: 159.6Min: 134.5 / Avg: 137.06 / Max: 158.4Min: 87.9 / Avg: 92.03 / Max: 125.3Min: 82 / Avg: 86.36 / Max: 116.91. (CXX) g++ options: -dynamic -Bstatic -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden

TensorFlow

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50AVX512 OnAVX512 Off0.24710.49420.74130.98841.23551.0980.5910.4710.3230.3710.226

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetAVX512 OnAVX512 Off1.16732.33463.50194.66925.83655.1883.1002.4891.7981.9421.242

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetAVX512 OnAVX512 Off0.73781.47562.21342.95123.6893.2791.7491.2970.8301.0280.581

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50AVX512 OnAVX512 Off0.24320.48640.72960.97281.2161.0810.5650.5010.3190.3700.218

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetAVX512 OnAVX512 Off2468107.4374.3013.0732.1652.2091.501

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetAVX512 OnAVX512 Off0.71621.43242.14862.86483.5813.1831.6481.3820.8361.0070.580

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50AVX512 OnAVX512 Off48121620SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 316.448.849.746.877.184.79
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: ResNet-50AVX512 OnAVX512 Off48121620Min: 16.34 / Avg: 16.44 / Max: 16.59Min: 8.83 / Avg: 8.84 / Max: 8.84Min: 9.58 / Avg: 9.74 / Max: 9.87Min: 6.84 / Avg: 6.87 / Max: 6.91Min: 7.13 / Avg: 7.18 / Max: 7.21Min: 4.75 / Avg: 4.79 / Max: 4.83

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetAVX512 OnAVX512 Off20406080100SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 1.39, N = 15SE +/- 0.57, N = 15SE +/- 0.38, N = 15SE +/- 0.24, N = 377.6546.2152.9736.8738.4727.32
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: AlexNetAVX512 OnAVX512 Off1530456075Min: 77.31 / Avg: 77.65 / Max: 77.9Min: 46.15 / Avg: 46.21 / Max: 46.26Min: 47.14 / Avg: 52.97 / Max: 59.6Min: 35 / Avg: 36.87 / Max: 40.61Min: 37.57 / Avg: 38.47 / Max: 43.15Min: 27 / Avg: 27.32 / Max: 27.8

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetAVX512 OnAVX512 Off1224364860SE +/- 0.32, N = 3SE +/- 0.19, N = 11SE +/- 0.52, N = 15SE +/- 0.26, N = 3SE +/- 0.17, N = 8SE +/- 0.10, N = 351.1925.7828.6218.3819.9212.27
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 16 - Model: GoogLeNetAVX512 OnAVX512 Off1020304050Min: 50.55 / Avg: 51.19 / Max: 51.53Min: 25.41 / Avg: 25.78 / Max: 27.56Min: 26.5 / Avg: 28.62 / Max: 31.19Min: 17.88 / Avg: 18.38 / Max: 18.77Min: 19.62 / Avg: 19.92 / Max: 20.99Min: 12.09 / Avg: 12.27 / Max: 12.43

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50AVX512 OnAVX512 Off48121620SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 316.748.5410.516.777.514.67
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50AVX512 OnAVX512 Off48121620Min: 16.42 / Avg: 16.74 / Max: 17.11Min: 8.53 / Avg: 8.54 / Max: 8.55Min: 10.45 / Avg: 10.51 / Max: 10.59Min: 6.76 / Avg: 6.77 / Max: 6.78Min: 7.51 / Avg: 7.51 / Max: 7.52Min: 4.58 / Avg: 4.67 / Max: 4.74

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetAVX512 OnAVX512 Off306090120150SE +/- 0.62, N = 3SE +/- 0.71, N = 5SE +/- 0.75, N = 15SE +/- 0.28, N = 3SE +/- 0.01, N = 3SE +/- 0.20, N = 3113.5864.7964.5644.9146.6532.13
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: AlexNetAVX512 OnAVX512 Off20406080100Min: 112.94 / Avg: 113.58 / Max: 114.82Min: 63.46 / Avg: 64.79 / Max: 67.38Min: 57.41 / Avg: 64.56 / Max: 66.42Min: 44.39 / Avg: 44.91 / Max: 45.36Min: 46.64 / Avg: 46.65 / Max: 46.68Min: 31.76 / Avg: 32.13 / Max: 32.43

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetAVX512 OnAVX512 Off1122334455SE +/- 0.53, N = 4SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 348.0524.8729.9617.9720.7711.97
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: GoogLeNetAVX512 OnAVX512 Off1020304050Min: 47.33 / Avg: 48.05 / Max: 49.61Min: 24.78 / Avg: 24.87 / Max: 25.02Min: 29.82 / Avg: 29.96 / Max: 30.13Min: 17.92 / Avg: 17.97 / Max: 18Min: 20.72 / Avg: 20.77 / Max: 20.8Min: 11.75 / Avg: 11.97 / Max: 12.21

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAVX512 OnAVX512 Off306090120150SE +/- 1.61, N = 9SE +/- 1.30, N = 9SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 31149282635341
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCAVX512 OnAVX512 Off20406080100Min: 110 / Avg: 113.78 / Max: 124Min: 89 / Avg: 92.11 / Max: 102Min: 82 / Avg: 82.33 / Max: 83Min: 63 / Avg: 63 / Max: 63Min: 52 / Avg: 53.33 / Max: 54Min: 41 / Avg: 41.33 / Max: 42

OSPRay

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX512 OnAVX512 Off0.02930.05860.08790.11720.14650.1300.0690.0560.0380.0500.030

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX512 OnAVX512 Off0.44750.8951.34251.792.2375SE +/- 0.013221, N = 3SE +/- 0.001291, N = 3SE +/- 0.021513, N = 15SE +/- 0.012598, N = 15SE +/- 0.001976, N = 3SE +/- 0.001192, N = 31.9887001.1948701.4268200.8780800.8488880.513135
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeAVX512 OnAVX512 Off246810Min: 1.97 / Avg: 1.99 / Max: 2.01Min: 1.19 / Avg: 1.19 / Max: 1.2Min: 1.36 / Avg: 1.43 / Max: 1.57Min: 0.84 / Avg: 0.88 / Max: 0.97Min: 0.85 / Avg: 0.85 / Max: 0.85Min: 0.51 / Avg: 0.51 / Max: 0.52

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX512 OnAVX512 Off0.44510.89021.33531.78042.2255SE +/- 0.013755, N = 3SE +/- 0.003982, N = 3SE +/- 0.020565, N = 15SE +/- 0.012585, N = 15SE +/- 0.002072, N = 3SE +/- 0.000911, N = 31.9781401.1372401.3972400.8333340.8283650.488989
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeAVX512 OnAVX512 Off246810Min: 1.95 / Avg: 1.98 / Max: 2Min: 1.13 / Avg: 1.14 / Max: 1.14Min: 1.33 / Avg: 1.4 / Max: 1.52Min: 0.78 / Avg: 0.83 / Max: 0.93Min: 0.82 / Avg: 0.83 / Max: 0.83Min: 0.49 / Avg: 0.49 / Max: 0.49

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX512 OnAVX512 Off0.55571.11141.66712.22282.7785SE +/- 0.015506, N = 3SE +/- 0.006749, N = 3SE +/- 0.023168, N = 15SE +/- 0.018195, N = 15SE +/- 0.005484, N = 3SE +/- 0.001991, N = 32.4695601.9576401.6762101.2579601.0343600.755211
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeAVX512 OnAVX512 Off246810Min: 2.45 / Avg: 2.47 / Max: 2.5Min: 1.94 / Avg: 1.96 / Max: 1.97Min: 1.59 / Avg: 1.68 / Max: 1.85Min: 1.17 / Avg: 1.26 / Max: 1.38Min: 1.02 / Avg: 1.03 / Max: 1.04Min: 0.75 / Avg: 0.76 / Max: 0.76

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgItems Per Second Per Watt, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeAVX512 OnAVX512 Off1.28792.57583.86375.15166.43955.7244.5833.7263.5742.8512.463

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeAVX512 OnAVX512 Off20406080100SE +/- 0.25, N = 3SE +/- 0.14, N = 3SE +/- 0.88, N = 3SE +/- 1.06, N = 12SE +/- 0.13, N = 3SE +/- 0.43, N = 3101.8193.5288.3476.0456.0149.11
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeAVX512 OnAVX512 Off20406080100Min: 101.36 / Avg: 101.81 / Max: 102.21Min: 93.34 / Avg: 93.52 / Max: 93.79Min: 87.06 / Avg: 88.34 / Max: 90.01Min: 70.11 / Avg: 76.04 / Max: 82.38Min: 55.85 / Avg: 56.01 / Max: 56.28Min: 48.25 / Avg: 49.11 / Max: 49.61

Cpuminer-Opt

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptAVX512 OnAVX512 Off369121510.4717.6564.5492.7014.3672.030

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteAVX512 OnAVX512 Off110022003300440055005326.623206.611908.86940.431821.46698.58

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptAVX512 OnAVX512 Off4080120160200SE +/- 0.83, N = 3SE +/- 0.43, N = 3SE +/- 2.62, N = 15SE +/- 1.99, N = 15SE +/- 0.36, N = 3SE +/- 0.08, N = 3166.57128.05132.7962.5775.8343.011. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptAVX512 OnAVX512 Off306090120150Min: 165.23 / Avg: 166.57 / Max: 168.1Min: 127.36 / Avg: 128.05 / Max: 128.83Min: 123.13 / Avg: 132.79 / Max: 148.92Min: 52.35 / Avg: 62.57 / Max: 70.23Min: 75.2 / Avg: 75.83 / Max: 76.43Min: 42.86 / Avg: 43.01 / Max: 43.111. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteAVX512 OnAVX512 Off20K40K60K80K100KSE +/- 217.36, N = 3SE +/- 69.60, N = 3SE +/- 1028.89, N = 15SE +/- 620.71, N = 15SE +/- 78.60, N = 3SE +/- 82.12, N = 38762758533526032156533403150271. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteAVX512 OnAVX512 Off15K30K45K60K75KMin: 87380 / Avg: 87626.67 / Max: 88060Min: 58420 / Avg: 58533.33 / Max: 58660Min: 49720 / Avg: 52603.33 / Max: 59660Min: 19080 / Avg: 21565.33 / Max: 24360Min: 33250 / Avg: 33403.33 / Max: 33510Min: 14930 / Avg: 15026.67 / Max: 151901. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-GroestlAVX512 OnAVX512 Off300600900120015001471.72723.23543.52235.59429.04173.22

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SAVX512 OnAVX512 Off6K12K18K24K30K28257.4016612.2811822.686268.239435.214822.74

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xAVX512 OnAVX512 Off51015202519.90218.2667.2826.5116.1155.183

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinAVX512 OnAVX512 Off306090120150145.01103.8373.5844.7262.7134.18

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinAVX512 OnAVX512 Off90018002700360045004095.763248.831392.82948.001173.91751.41

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsAVX512 OnAVX512 Off50010001500200025002269.761115.86967.50377.55847.56294.65

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-GroestlAVX512 OnAVX512 Off6K12K18K24K30KSE +/- 73.71, N = 3SE +/- 62.45, N = 3SE +/- 290.93, N = 15SE +/- 152.81, N = 15SE +/- 236.00, N = 15SE +/- 11.01, N = 326160.0013910.0012609.005364.378664.823733.131. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Myriad-GroestlAVX512 OnAVX512 Off5K10K15K20K25KMin: 26050 / Avg: 26160 / Max: 26300Min: 13820 / Avg: 13910 / Max: 14030Min: 11810 / Avg: 12609.33 / Max: 14580Min: 4661.72 / Avg: 5364.37 / Max: 5985.47Min: 8113.31 / Avg: 8664.82 / Max: 10650Min: 3712.12 / Avg: 3733.13 / Max: 3749.341. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SAVX512 OnAVX512 Off110K220K330K440K550KSE +/- 4566.14, N = 3SE +/- 2454.54, N = 15SE +/- 7085.48, N = 15SE +/- 3240.30, N = 15SE +/- 4676.57, N = 15SE +/- 128.97, N = 3531477315925282211150523192807999901. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SAVX512 OnAVX512 Off90K180K270K360K450KMin: 523180 / Avg: 531476.67 / Max: 538930Min: 299430 / Avg: 315924.67 / Max: 331560Min: 245900 / Avg: 282211.33 / Max: 330720Min: 138010 / Avg: 150522.67 / Max: 167190Min: 180200 / Avg: 192807.33 / Max: 229170Min: 99740 / Avg: 99990 / Max: 1001701. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xAVX512 OnAVX512 Off80160240320400SE +/- 2.44, N = 3SE +/- 0.87, N = 3SE +/- 4.73, N = 15SE +/- 4.42, N = 15SE +/- 3.24, N = 15SE +/- 0.33, N = 3374.95348.69175.05156.60118.90102.371. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xAVX512 OnAVX512 Off70140210280350Min: 371.85 / Avg: 374.95 / Max: 379.76Min: 347.64 / Avg: 348.69 / Max: 350.41Min: 156.38 / Avg: 175.05 / Max: 195.85Min: 138.37 / Avg: 156.6 / Max: 174.24Min: 110.61 / Avg: 118.9 / Max: 146.85Min: 101.83 / Avg: 102.37 / Max: 102.961. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinAVX512 OnAVX512 Off6001200180024003000SE +/- 15.25, N = 3SE +/- 17.03, N = 3SE +/- 36.88, N = 15SE +/- 29.55, N = 15SE +/- 35.57, N = 15SE +/- 1.36, N = 32752.272009.381822.771057.361277.89717.471. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinAVX512 OnAVX512 Off5001000150020002500Min: 2724.09 / Avg: 2752.27 / Max: 2776.47Min: 1982.19 / Avg: 2009.38 / Max: 2040.75Min: 1718.29 / Avg: 1822.77 / Max: 2068.37Min: 940.92 / Avg: 1057.36 / Max: 1227.94Min: 1160.46 / Avg: 1277.89 / Max: 1496.56Min: 715.1 / Avg: 717.47 / Max: 719.811. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinAVX512 OnAVX512 Off20K40K60K80K100KSE +/- 587.57, N = 3SE +/- 336.52, N = 3SE +/- 719.45, N = 15SE +/- 658.33, N = 15SE +/- 784.96, N = 15SE +/- 20.82, N = 37830063907341612297124462155401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinAVX512 OnAVX512 Off14K28K42K56K70KMin: 77130 / Avg: 78300 / Max: 78980Min: 63240 / Avg: 63906.67 / Max: 64320Min: 31890 / Avg: 34160.67 / Max: 38850Min: 20660 / Avg: 22970.67 / Max: 26580Min: 22210 / Avg: 24462 / Max: 32800Min: 15510 / Avg: 15540 / Max: 155801. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsAVX512 OnAVX512 Off9K18K27K36K45KSE +/- 327.43, N = 3SE +/- 83.27, N = 3SE +/- 524.03, N = 15SE +/- 230.96, N = 15SE +/- 314.90, N = 15SE +/- 27.56, N = 343903.0022030.0024502.008840.5016205.006023.361. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsAVX512 OnAVX512 Off8K16K24K32K40KMin: 43310 / Avg: 43903.33 / Max: 44440Min: 21910 / Avg: 22030 / Max: 22190Min: 22890 / Avg: 24502 / Max: 27330Min: 8039.34 / Avg: 8840.5 / Max: 10010Min: 15270 / Avg: 16204.67 / Max: 18580Min: 5994.95 / Avg: 6023.36 / Max: 6078.471. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OSPRay Studio

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 3036.14 / Max: 4701Min: 2800 / Avg: 2992.73 / Max: 4700Min: 1600 / Avg: 2918.06 / Max: 5090Min: 1600 / Avg: 2600.29 / Max: 5090Min: 1500 / Avg: 2162.5 / Max: 3900Min: 1500 / Avg: 2114.26 / Max: 3905

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 2959.45 / Max: 4700Min: 2800 / Avg: 2936.19 / Max: 4700Min: 1600 / Avg: 2829.19 / Max: 5065Min: 1397 / Avg: 2579.5 / Max: 5059Min: 1500 / Avg: 2028.58 / Max: 3900Min: 1500 / Avg: 1910.95 / Max: 3900

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 3082.67 / Max: 4700Min: 2800 / Avg: 3035.51 / Max: 4700Min: 1600 / Avg: 2886.03 / Max: 5090Min: 1498 / Avg: 2704.05 / Max: 5042Min: 1500 / Avg: 2194.54 / Max: 3905Min: 1500 / Avg: 2047.72 / Max: 3900

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 1123 / Avg: 2881.34 / Max: 4700Min: 1025 / Avg: 2858.41 / Max: 4700Min: 1476 / Avg: 2620.35 / Max: 5115Min: 1397 / Avg: 2390.31 / Max: 5090Min: 1500 / Avg: 2017.35 / Max: 3904Min: 1500 / Avg: 1850.52 / Max: 3898

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 3029.48 / Max: 4745Min: 2800 / Avg: 2998.13 / Max: 4700Min: 1600 / Avg: 2707.76 / Max: 5078Min: 1600 / Avg: 2587.32 / Max: 5040Min: 1500 / Avg: 2275.97 / Max: 3900Min: 1500 / Avg: 2138.7 / Max: 3900

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 2959.91 / Max: 4700Min: 2800 / Avg: 2914.09 / Max: 4700Min: 1397 / Avg: 2633.31 / Max: 5083Min: 1600 / Avg: 2619.9 / Max: 5090Min: 1500 / Avg: 2077.85 / Max: 3900Min: 1500 / Avg: 1908.39 / Max: 3900

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 3138.07 / Max: 4700Min: 2800 / Avg: 3124.54 / Max: 4702Min: 1600 / Avg: 2796.48 / Max: 5097Min: 1467 / Avg: 2743.95 / Max: 5065Min: 1500 / Avg: 2174.18 / Max: 3900Min: 1500 / Avg: 2016.36 / Max: 3904

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOSPRay Studio 0.11CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 2909.36 / Max: 4700Min: 2800 / Avg: 2830.56 / Max: 4700Min: 1397 / Avg: 2505 / Max: 5044Min: 1397 / Avg: 2499.25 / Max: 5115Min: 1500 / Avg: 2055.58 / Max: 3900Min: 1500 / Avg: 1862.62 / Max: 3900

oneDNN

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On8001600240032004000Min: 640 / Avg: 3454.88 / Max: 4149Min: 2800 / Avg: 3273.11 / Max: 4100Min: 1410 / Avg: 2981.01 / Max: 4708Min: 1600 / Avg: 2909.64 / Max: 4392Min: 1500 / Avg: 2237.15 / Max: 3500Min: 1500 / Avg: 2170.67 / Max: 3500

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On8001600240032004000Min: 2800 / Avg: 3166.78 / Max: 3900Min: 918 / Avg: 3155.05 / Max: 4109Min: 1600 / Avg: 2815.98 / Max: 4857Min: 1600 / Avg: 2652.09 / Max: 3419Min: 1500 / Avg: 2163.38 / Max: 3500Min: 1500 / Avg: 1997.1 / Max: 3500

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On7001400210028003500Min: 960 / Avg: 3095.42 / Max: 3938Min: 1144 / Avg: 3050.79 / Max: 4100Min: 1600 / Avg: 2959.05 / Max: 3545Min: 1600 / Avg: 2933.17 / Max: 3571Min: 1500 / Avg: 2027.87 / Max: 3423Min: 1400 / Avg: 1971.28 / Max: 3245

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OnAVX512 Off9001800270036004500Min: 2800 / Avg: 2978.67 / Max: 4687Min: 2800 / Avg: 2915.59 / Max: 4300Min: 1397 / Avg: 2672.77 / Max: 5042Min: 1397 / Avg: 2543.71 / Max: 5065Min: 1500 / Avg: 2010.26 / Max: 3898Min: 1500 / Avg: 1995.97 / Max: 3889

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetteroneDNN 3.1CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OnAVX512 Off9001800270036004500Min: 2800 / Avg: 3017.28 / Max: 4704Min: 2680 / Avg: 2933.33 / Max: 4680Min: 1600 / Avg: 2526.85 / Max: 4851Min: 1397 / Avg: 2486.48 / Max: 4994Min: 1500 / Avg: 2033.84 / Max: 3800Min: 1500 / Avg: 2003.9 / Max: 3900

OpenVINO

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OnAVX512 Off9001800270036004500Min: 2800 / Avg: 2844.63 / Max: 4624Min: 1263 / Avg: 2821.52 / Max: 4483Min: 1600 / Avg: 2546.19 / Max: 5109Min: 1397 / Avg: 2336.56 / Max: 5069Min: 1500 / Avg: 2000.62 / Max: 3898Min: 1500 / Avg: 1900.51 / Max: 3898

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OnAVX512 Off9001800270036004500Min: 2800 / Avg: 2878.66 / Max: 4544Min: 2800 / Avg: 2871.05 / Max: 4692Min: 1600 / Avg: 2568.24 / Max: 4991Min: 1600 / Avg: 2486.99 / Max: 5073Min: 1322 / Avg: 2025.1 / Max: 3900Min: 1500 / Avg: 2001.75 / Max: 3898

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On7001400210028003500Min: 2800 / Avg: 2850.74 / Max: 4100Min: 2800 / Avg: 2828.3 / Max: 3700Min: 1600 / Avg: 2443.56 / Max: 3369Min: 1397 / Avg: 2295.98 / Max: 3743Min: 1500 / Avg: 1874.48 / Max: 3500Min: 1500 / Avg: 1825.87 / Max: 3324

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On8001600240032004000Min: 1093 / Avg: 2888.53 / Max: 4388Min: 975 / Avg: 2842.81 / Max: 3700Min: 1600 / Avg: 2552.62 / Max: 4795Min: 1600 / Avg: 2345.58 / Max: 3616Min: 1500 / Avg: 1856.58 / Max: 3900Min: 1500 / Avg: 1847.36 / Max: 3300

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 1409 / Avg: 2873.47 / Max: 4639Min: 2800 / Avg: 2831.94 / Max: 4596Min: 1397 / Avg: 2437.23 / Max: 5045Min: 1397 / Avg: 2267.21 / Max: 5090Min: 1500 / Avg: 1920.54 / Max: 3900Min: 1500 / Avg: 1905.94 / Max: 3900

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OnAVX512 Off9001800270036004500Min: 1471 / Avg: 2824.44 / Max: 4407Min: 1133 / Avg: 2820.1 / Max: 4372Min: 1600 / Avg: 2406.08 / Max: 4841Min: 1600 / Avg: 2260.73 / Max: 5090Min: 1500 / Avg: 1894.64 / Max: 3898Min: 1500 / Avg: 1873.53 / Max: 3898

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 1245 / Avg: 2897.15 / Max: 4100Min: 954 / Avg: 2866.25 / Max: 4100Min: 1600 / Avg: 2591.25 / Max: 5079Min: 1600 / Avg: 2313.89 / Max: 3300Min: 1500 / Avg: 1977.42 / Max: 3500Min: 1500 / Avg: 1921.8 / Max: 3500

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OnAVX512 Off9001800270036004500Min: 2800 / Avg: 2826.09 / Max: 3700Min: 2800 / Avg: 2824.93 / Max: 4100Min: 1397 / Avg: 2615.32 / Max: 5061Min: 1600 / Avg: 2415.45 / Max: 5039Min: 1500 / Avg: 1848.45 / Max: 3500Min: 1500 / Avg: 1837.51 / Max: 3500

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On7001400210028003500Min: 2800 / Avg: 2822.11 / Max: 3970Min: 1099 / Avg: 2817.08 / Max: 3701Min: 1420 / Avg: 2572.54 / Max: 3419Min: 1397 / Avg: 2238.05 / Max: 3692Min: 1442 / Avg: 1908.67 / Max: 3905Min: 1500 / Avg: 1787.92 / Max: 3897

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On8001600240032004000Min: 663 / Avg: 2825.37 / Max: 4000Min: 2800 / Avg: 2823.26 / Max: 3700Min: 1600 / Avg: 2410.34 / Max: 3300Min: 1397 / Avg: 2188.04 / Max: 4545Min: 1500 / Avg: 1758.31 / Max: 3695Min: 1480 / Avg: 1742.98 / Max: 3179

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 2837.51 / Max: 4100Min: 2800 / Avg: 2818.05 / Max: 3715Min: 1600 / Avg: 2389.98 / Max: 4998Min: 1397 / Avg: 2353.76 / Max: 4890Min: 1500 / Avg: 1806.53 / Max: 3890Min: 1500 / Avg: 1803.46 / Max: 3794

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2022.3CPU Peak Freq (Highest CPU Core Frequency) MonitorAVX512 OffAVX512 On9001800270036004500Min: 2800 / Avg: 2841.54 / Max: 4680Min: 2800 / Avg: 2822.26 / Max: 4497Min: 1600 / Avg: 2415.59 / Max: 5054Min: 1397 / Avg: 2229.05 / Max: 5071Min: 1500 / Avg: 1828.99 / Max: 3898Min: 1500 / Avg: 1767.84 / Max: 3889

OSPRay Studio

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.88 / Avg: 66.21 / Max: 91.88Min: 54.25 / Avg: 73.43 / Max: 92Min: 51 / Avg: 67.68 / Max: 99Min: 51 / Avg: 69.16 / Max: 98Min: 60 / Avg: 81.03 / Max: 100Min: 59 / Avg: 81.69 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.25 / Avg: 65.62 / Max: 91.75Min: 54.75 / Avg: 72.13 / Max: 92Min: 52 / Avg: 66.74 / Max: 99Min: 51 / Avg: 67.28 / Max: 96Min: 56 / Avg: 80.1 / Max: 100Min: 57 / Avg: 80.45 / Max: 99

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.88 / Avg: 66.4 / Max: 91.63Min: 54.75 / Avg: 71.36 / Max: 91.88Min: 51 / Avg: 68.36 / Max: 98Min: 51 / Avg: 68.67 / Max: 98Min: 57 / Avg: 81.26 / Max: 97Min: 56 / Avg: 81.89 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.63 / Avg: 64.4 / Max: 91.75Min: 54 / Avg: 69.79 / Max: 92Min: 51 / Avg: 66.42 / Max: 99Min: 51 / Avg: 66.58 / Max: 98Min: 58 / Avg: 79.17 / Max: 99Min: 57 / Avg: 79.19 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.25 / Avg: 65.44 / Max: 91.75Min: 53 / Avg: 68.68 / Max: 92Min: 51 / Avg: 69.27 / Max: 99Min: 51 / Avg: 69.52 / Max: 97Min: 56 / Avg: 80.51 / Max: 100Min: 57 / Avg: 81.15 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.13 / Avg: 66.07 / Max: 91.75Min: 53 / Avg: 68 / Max: 92Min: 51 / Avg: 66.8 / Max: 98Min: 52 / Avg: 67.19 / Max: 99Min: 53 / Avg: 78.7 / Max: 96Min: 57 / Avg: 80.48 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.13 / Avg: 67.57 / Max: 91.88Min: 52.75 / Avg: 68.5 / Max: 91.88Min: 51 / Avg: 68.05 / Max: 98Min: 50 / Avg: 68.7 / Max: 98Min: 49 / Avg: 82.23 / Max: 100Min: 56 / Avg: 82.83 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOSPRay Studio 0.11CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.5 / Avg: 65.86 / Max: 91.75Min: 52.88 / Avg: 67.17 / Max: 91.88Min: 51 / Avg: 66.61 / Max: 98Min: 52 / Avg: 66.63 / Max: 99Min: 59 / Avg: 78.96 / Max: 98Min: 60 / Avg: 80 / Max: 100

oneDNN

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.5 / Avg: 63.83 / Max: 71.5Min: 53 / Avg: 66.99 / Max: 77.25Min: 51 / Avg: 69.26 / Max: 100Min: 51 / Avg: 70.46 / Max: 98Min: 56 / Avg: 84.13 / Max: 100Min: 58 / Avg: 89.51 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.13 / Avg: 58.45 / Max: 63.5Min: 51.63 / Avg: 60.35 / Max: 65.88Min: 51 / Avg: 68.86 / Max: 100Min: 51 / Avg: 69.94 / Max: 100Min: 61 / Avg: 78.84 / Max: 100Min: 61 / Avg: 80.66 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 48.25 / Avg: 66.96 / Max: 73.63Min: 48.13 / Avg: 69.3 / Max: 75.63Min: 51 / Avg: 68.55 / Max: 100Min: 51 / Avg: 69.22 / Max: 100Min: 57 / Avg: 83.83 / Max: 100Min: 57 / Avg: 84.87 / Max: 100

Core i7 1065G7Ryzen 7 7840UCore i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorAVX512 OffAVX512 On20406080100Min: 50 / Avg: 68.6 / Max: 100Min: 50 / Avg: 69.28 / Max: 95Min: 53 / Avg: 70.24 / Max: 84.25Min: 52.5 / Avg: 71.17 / Max: 85.13Min: 58 / Avg: 80.14 / Max: 100Min: 57 / Avg: 82.22 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetteroneDNN 3.1CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 52.5 / Avg: 66.72 / Max: 79.38Min: 52.63 / Avg: 67.7 / Max: 79.75Min: 52 / Avg: 68.82 / Max: 100Min: 51 / Avg: 69.14 / Max: 92Min: 58 / Avg: 81.17 / Max: 100Min: 59 / Avg: 82.08 / Max: 100

OpenVINO

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OffAVX512 On20406080100Min: 54.13 / Avg: 67.88 / Max: 85.25Min: 54.13 / Avg: 69.52 / Max: 82Min: 51 / Avg: 69.11 / Max: 100Min: 52 / Avg: 71.6 / Max: 100Min: 61 / Avg: 79.89 / Max: 100Min: 56 / Avg: 81.97 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OffAVX512 On20406080100Min: 51.88 / Avg: 65.22 / Max: 76.63Min: 53 / Avg: 67.34 / Max: 80Min: 51 / Avg: 69.61 / Max: 100Min: 50 / Avg: 72.42 / Max: 100Min: 57 / Avg: 81.72 / Max: 100Min: 59 / Avg: 83.11 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OffAVX512 On20406080100Min: 51.63 / Avg: 65.95 / Max: 67.63Min: 53.38 / Avg: 67.81 / Max: 70.13Min: 51 / Avg: 68.56 / Max: 100Min: 50 / Avg: 69.76 / Max: 98Min: 57 / Avg: 78.68 / Max: 94Min: 59 / Avg: 79.81 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OffAVX512 On20406080100Min: 52.88 / Avg: 65.15 / Max: 66.75Min: 54.13 / Avg: 68.27 / Max: 70.38Min: 51 / Avg: 68.75 / Max: 100Min: 51 / Avg: 68.84 / Max: 97Min: 58 / Avg: 79.62 / Max: 99Min: 57 / Avg: 81.95 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OffAVX512 On20406080100Min: 52.38 / Avg: 65.36 / Max: 77.38Min: 53.88 / Avg: 66.33 / Max: 79.38Min: 51 / Avg: 69.82 / Max: 99Min: 51 / Avg: 69.98 / Max: 100Min: 58 / Avg: 79.4 / Max: 100Min: 59 / Avg: 82.37 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.63 / Avg: 64.59 / Max: 73.38Min: 51.88 / Avg: 64.84 / Max: 74.5Min: 51 / Avg: 70 / Max: 100Min: 51 / Avg: 70.44 / Max: 100Min: 57 / Avg: 80.9 / Max: 100Min: 57 / Avg: 82.57 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.88 / Avg: 64.01 / Max: 65.88Min: 52 / Avg: 68.11 / Max: 71Min: 51 / Avg: 69.15 / Max: 100Min: 51 / Avg: 70.2 / Max: 99Min: 60 / Avg: 81.2 / Max: 99Min: 59 / Avg: 83.5 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.88 / Avg: 64.83 / Max: 66.88Min: 54.38 / Avg: 69.91 / Max: 71.75Min: 52 / Avg: 68.49 / Max: 99Min: 51 / Avg: 68.72 / Max: 100Min: 58 / Avg: 79.85 / Max: 95Min: 58 / Avg: 82.6 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.88 / Avg: 63.75 / Max: 67Min: 54.5 / Avg: 69.91 / Max: 72.13Min: 51 / Avg: 69.27 / Max: 100Min: 51 / Avg: 69.61 / Max: 99Min: 59 / Avg: 80.9 / Max: 100Min: 57 / Avg: 81.4 / Max: 100

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.63 / Avg: 62.65 / Max: 64.5Min: 54.38 / Avg: 66.03 / Max: 70.5Min: 51 / Avg: 68.71 / Max: 100Min: 51 / Avg: 69.61 / Max: 96Min: 59 / Avg: 79.75 / Max: 89Min: 59 / Avg: 83.07 / Max: 99

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.75 / Avg: 62.72 / Max: 67.63Min: 52 / Avg: 64.77 / Max: 69.25Min: 52 / Avg: 68.57 / Max: 100Min: 51 / Avg: 69.75 / Max: 100Min: 59 / Avg: 79.42 / Max: 90Min: 59 / Avg: 80.51 / Max: 97

Ryzen 7 7840UCore i7 1065G7Core i7 1165G7OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2022.3CPU Temperature MonitorAVX512 OnAVX512 Off20406080100Min: 51.5 / Avg: 63.86 / Max: 70.5Min: 52.5 / Avg: 65.01 / Max: 72.38Min: 52 / Avg: 68.72 / Max: 100Min: 51 / Avg: 69.37 / Max: 100Min: 58 / Avg: 78.93 / Max: 92Min: 57 / Avg: 82.04 / Max: 100

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off2K4K6K8K10KSE +/- 36.74, N = 12SE +/- 46.49, N = 3SE +/- 4.48, N = 3SE +/- 2.73, N = 3SE +/- 2.60, N = 3SE +/- 136.38, N = 3419244566906770010304110721. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off2K4K6K8K10KMin: 3849 / Avg: 4192.17 / Max: 4288Min: 4394 / Avg: 4456 / Max: 4547Min: 6900 / Avg: 6906.33 / Max: 6915Min: 7695 / Avg: 7700.33 / Max: 7704Min: 10299 / Avg: 10303.67 / Max: 10308Min: 10799 / Avg: 11071.67 / Max: 112141. (CXX) g++ options: -O3 -lm -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off80K160K240K320K400KSE +/- 1719.79, N = 4SE +/- 922.16, N = 3SE +/- 815.80, N = 3SE +/- 192.36, N = 3SE +/- 1847.71, N = 3SE +/- 3658.24, N = 31385531477642195872436823353473552401. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off60K120K180K240K300KMin: 133843 / Avg: 138553 / Max: 141452Min: 146036 / Avg: 147764.33 / Max: 149186Min: 217956 / Avg: 219587 / Max: 220441Min: 243431 / Avg: 243682 / Max: 244060Min: 331673 / Avg: 335347 / Max: 337528Min: 347974 / Avg: 355239.67 / Max: 3596181. (CXX) g++ options: -O3 -lm -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off9K18K27K36K45KSE +/- 185.50, N = 4SE +/- 66.23, N = 3SE +/- 354.53, N = 3SE +/- 75.26, N = 3SE +/- 121.29, N = 3SE +/- 189.84, N = 31656718088266802947040807421651. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off7K14K21K28K35KMin: 16013 / Avg: 16566.5 / Max: 16800Min: 17981 / Avg: 18087.67 / Max: 18209Min: 26208 / Avg: 26679.67 / Max: 27374Min: 29325 / Avg: 29469.67 / Max: 29578Min: 40594 / Avg: 40807.33 / Max: 41014Min: 41883 / Avg: 42164.67 / Max: 425261. (CXX) g++ options: -O3 -lm -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off300K600K900K1200K1500KSE +/- 3927.76, N = 3SE +/- 5872.37, N = 3SE +/- 954.05, N = 3SE +/- 1928.99, N = 3SE +/- 1706.45, N = 3SE +/- 10697.42, N = 3548903597923870447967854131704713703171. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off200K400K600K800K1000KMin: 541062 / Avg: 548903 / Max: 553237Min: 591078 / Avg: 597923.33 / Max: 609611Min: 868616 / Avg: 870446.67 / Max: 871828Min: 964252 / Avg: 967853.67 / Max: 970852Min: 1313703 / Avg: 1317047.33 / Max: 1319309Min: 1358900 / Avg: 1370316.67 / Max: 13916951. (CXX) g++ options: -O3 -lm -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off3K6K9K12K15KSE +/- 57.01, N = 3SE +/- 29.78, N = 3SE +/- 20.19, N = 3SE +/- 110.89, N = 12SE +/- 18.89, N = 3SE +/- 66.39, N = 3506057078507910112342128431. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off2K4K6K8K10KMin: 4955 / Avg: 5060 / Max: 5151Min: 5664 / Avg: 5706.67 / Max: 5764Min: 8485 / Avg: 8506.67 / Max: 8547Min: 8433 / Avg: 9100.5 / Max: 9378Min: 12305 / Avg: 12342.33 / Max: 12366Min: 12714 / Avg: 12843.33 / Max: 129341. (CXX) g++ options: -O3 -lm -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off90K180K270K360K450KSE +/- 466.38, N = 3SE +/- 2250.38, N = 3SE +/- 322.06, N = 3SE +/- 2472.90, N = 3SE +/- 557.19, N = 3SE +/- 449.20, N = 31612581878532689822966753997164122311. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off70K140K210K280K350KMin: 160336 / Avg: 161258.33 / Max: 161840Min: 183725 / Avg: 187853.33 / Max: 191470Min: 268368 / Avg: 268981.67 / Max: 269458Min: 292812 / Avg: 296674.67 / Max: 301281Min: 398921 / Avg: 399716.33 / Max: 400790Min: 411503 / Avg: 412231.33 / Max: 4130511. (CXX) g++ options: -O3 -lm -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off11K22K33K44K55KSE +/- 180.02, N = 3SE +/- 44.38, N = 3SE +/- 288.86, N = 3SE +/- 25.42, N = 3SE +/- 64.71, N = 3SE +/- 213.05, N = 31906422479321893574548820504861. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerAVX512 OnAVX512 Off9K18K27K36K45KMin: 18776 / Avg: 19063.67 / Max: 19395Min: 22391 / Avg: 22479 / Max: 22533Min: 31611 / Avg: 32188.67 / Max: 32484Min: 35702 / Avg: 35745 / Max: 35790Min: 48693 / Avg: 48819.67 / Max: 48906Min: 50060 / Avg: 50485.67 / Max: 507151. (CXX) g++ options: -O3 -lm -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off300K600K900K1200K1500KSE +/- 4373.49, N = 3SE +/- 6114.98, N = 3SE +/- 1190.01, N = 3SE +/- 1916.25, N = 3SE +/- 4397.04, N = 3SE +/- 17616.28, N = 462876773957510762021166612157184816110461. (CXX) g++ options: -O3 -lm -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerAVX512 OnAVX512 Off300K600K900K1200K1500KMin: 622415 / Avg: 628767.33 / Max: 637151Min: 727821 / Avg: 739575 / Max: 748378Min: 1073900 / Avg: 1076201.67 / Max: 1077877Min: 1162782 / Avg: 1166611.67 / Max: 1168654Min: 1565594 / Avg: 1571847.67 / Max: 1580329Min: 1571159 / Avg: 1611045.5 / Max: 16570141. (CXX) g++ options: -O3 -lm -ldl

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off246810SE +/- 0.01623, N = 3SE +/- 0.03232, N = 3SE +/- 0.06304, N = 12SE +/- 0.06289, N = 3SE +/- 0.03695, N = 15SE +/- 0.14867, N = 121.527072.869452.481264.879154.120718.533141. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off3691215Min: 1.51 / Avg: 1.53 / Max: 1.56Min: 2.83 / Avg: 2.87 / Max: 2.93Min: 2.22 / Avg: 2.48 / Max: 2.76Min: 4.77 / Avg: 4.88 / Max: 4.99Min: 3.78 / Avg: 4.12 / Max: 4.22Min: 6.9 / Avg: 8.53 / Max: 8.741. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off3691215SE +/- 0.01465, N = 15SE +/- 0.03292, N = 15SE +/- 0.00396, N = 9SE +/- 0.01583, N = 9SE +/- 0.00826, N = 9SE +/- 0.20975, N = 151.616333.369982.523685.740303.155479.112951. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off3691215Min: 1.54 / Avg: 1.62 / Max: 1.74Min: 3.23 / Avg: 3.37 / Max: 3.67Min: 2.5 / Avg: 2.52 / Max: 2.54Min: 5.63 / Avg: 5.74 / Max: 5.78Min: 3.11 / Avg: 3.16 / Max: 3.18Min: 8.11 / Avg: 9.11 / Max: 10.021. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off1.30432.60863.91295.21726.5215SE +/- 0.005008, N = 4SE +/- 0.015865, N = 4SE +/- 0.060765, N = 12SE +/- 0.129867, N = 12SE +/- 0.106785, N = 15SE +/- 0.151107, N = 140.9444321.6805801.8957803.5934203.2110805.7970401. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off246810Min: 0.93 / Avg: 0.94 / Max: 0.96Min: 1.64 / Avg: 1.68 / Max: 1.71Min: 1.58 / Avg: 1.9 / Max: 2.09Min: 2.96 / Avg: 3.59 / Max: 4.05Min: 2.05 / Avg: 3.21 / Max: 3.43Min: 3.83 / Avg: 5.8 / Max: 5.961. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off3K6K9K12K15KSE +/- 84.98, N = 12SE +/- 91.64, N = 15SE +/- 64.19, N = 15SE +/- 71.00, N = 3SE +/- 37.92, N = 3SE +/- 20.04, N = 34354.175003.237357.339315.5011513.9012996.501. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off2K4K6K8K10KMin: 3765.03 / Avg: 4354.17 / Max: 4756.16Min: 4134.6 / Avg: 5003.23 / Max: 5296.23Min: 6933.25 / Avg: 7357.33 / Max: 7635.91Min: 9179.62 / Avg: 9315.5 / Max: 9419.12Min: 11438.2 / Avg: 11513.93 / Max: 11555.4Min: 12964.2 / Avg: 12996.5 / Max: 13033.21. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off14002800420056007000SE +/- 20.46, N = 3SE +/- 10.85, N = 3SE +/- 45.38, N = 15SE +/- 39.98, N = 8SE +/- 35.60, N = 3SE +/- 4.80, N = 32371.622748.203754.664765.105863.576705.371. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAVX512 OnAVX512 Off12002400360048006000Min: 2334.89 / Avg: 2371.62 / Max: 2405.62Min: 2731.97 / Avg: 2748.2 / Max: 2768.79Min: 3420.06 / Avg: 3754.66 / Max: 3911.36Min: 4501.38 / Avg: 4765.1 / Max: 4845.16Min: 5792.41 / Avg: 5863.57 / Max: 5901.17Min: 6699.41 / Avg: 6705.37 / Max: 6714.871. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OnAVX512 Off13002600390052006500SE +/- 15.69, N = 12SE +/- 44.91, N = 15SE +/- 28.27, N = 14SE +/- 38.46, N = 3SE +/- 53.93, N = 15SE +/- 41.88, N = 91143.202570.313943.843968.315677.946046.151. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUAVX512 OnAVX512 Off10002000300040005000Min: 1024.85 / Avg: 1143.2 / Max: 1194.14Min: 2161.2 / Avg: 2570.31 / Max: 2734.63Min: 3577.28 / Avg: 3943.84 / Max: 3987.88Min: 3891.53 / Avg: 3968.31 / Max: 4010.53Min: 5407.83 / Avg: 5677.94 / Max: 6006.23Min: 5711.33 / Avg: 6046.15 / Max: 6095.131. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off7001400210028003500SE +/- 0.78, N = 3SE +/- 9.28, N = 3SE +/- 10.52, N = 15SE +/- 17.25, N = 15SE +/- 20.45, N = 13SE +/- 39.71, N = 3578.351252.111021.782198.131478.993229.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off6001200180024003000Min: 576.85 / Avg: 578.35 / Max: 579.46Min: 1237.65 / Avg: 1252.11 / Max: 1269.41Min: 929.87 / Avg: 1021.78 / Max: 1048.71Min: 2009.41 / Avg: 2198.13 / Max: 2246.13Min: 1281.47 / Avg: 1478.99 / Max: 1580.76Min: 3149.85 / Avg: 3229.19 / Max: 3272.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OnAVX512 Off0.50631.01261.51892.02522.5315SE +/- 0.00, N = 3SE +/- 0.02, N = 5SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.02, N = 40.771.651.421.592.012.251. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512 OnAVX512 Off246810Min: 0.77 / Avg: 0.77 / Max: 0.77Min: 1.58 / Avg: 1.65 / Max: 1.68Min: 1.27 / Avg: 1.42 / Max: 1.45Min: 1.43 / Avg: 1.59 / Max: 1.62Min: 1.87 / Avg: 2.01 / Max: 2.09Min: 2.18 / Avg: 2.25 / Max: 2.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OnAVX512 Off0.47030.94061.41091.88122.3515SE +/- 0.01, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 15SE +/- 0.02, N = 41.261.411.271.491.862.091. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512 OnAVX512 Off246810Min: 1.15 / Avg: 1.26 / Max: 1.29Min: 1.28 / Avg: 1.41 / Max: 1.47Min: 1.25 / Avg: 1.27 / Max: 1.3Min: 1.47 / Avg: 1.49 / Max: 1.52Min: 1.74 / Avg: 1.86 / Max: 1.91Min: 2.02 / Avg: 2.09 / Max: 2.111. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OnAVX512 Off2K4K6K8K10KSE +/- 36.55, N = 12SE +/- 43.35, N = 15SE +/- 101.01, N = 3SE +/- 58.12, N = 12SE +/- 65.76, N = 15SE +/- 88.24, N = 42242.454390.076142.876290.169526.099570.621. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUAVX512 OnAVX512 Off17003400510068008500Min: 2000.36 / Avg: 2242.45 / Max: 2353.13Min: 3992.51 / Avg: 4390.07 / Max: 4539.49Min: 5940.94 / Avg: 6142.87 / Max: 6249.07Min: 5655.59 / Avg: 6290.16 / Max: 6382.17Min: 8710.7 / Avg: 9526.09 / Max: 9714.75Min: 9305.96 / Avg: 9570.62 / Max: 9662.921. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OnAVX512 Off2K4K6K8K10KSE +/- 21.58, N = 3SE +/- 16.00, N = 3SE +/- 45.70, N = 11SE +/- 47.81, N = 12SE +/- 79.32, N = 12SE +/- 114.44, N = 32252.824387.556247.586318.679645.119721.501. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUAVX512 OnAVX512 Off2K4K6K8K10KMin: 2210.26 / Avg: 2252.82 / Max: 2280.28Min: 4355.58 / Avg: 4387.55 / Max: 4404.76Min: 5808.87 / Avg: 6247.58 / Max: 6371.56Min: 5801.98 / Avg: 6318.67 / Max: 6410.83Min: 8907.22 / Avg: 9645.11 / Max: 9881.63Min: 9493.93 / Avg: 9721.5 / Max: 9856.541. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off714212835SE +/- 0.10, N = 15SE +/- 0.23, N = 15SE +/- 0.08, N = 3SE +/- 0.18, N = 15SE +/- 0.14, N = 15SE +/- 0.44, N = 310.6522.2612.4923.2015.2431.941. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Core i7 1165G7Ryzen 7 7840UCore i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off714212835Min: 9.78 / Avg: 10.65 / Max: 10.92Min: 20.26 / Avg: 22.26 / Max: 23.04Min: 12.39 / Avg: 12.49 / Max: 12.64Min: 22.59 / Avg: 23.2 / Max: 25.12Min: 14.2 / Avg: 15.24 / Max: 16.09Min: 31.06 / Avg: 31.94 / Max: 32.41. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OnAVX512 Off1428425670SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.33, N = 13SE +/- 0.34, N = 13SE +/- 0.60, N = 5SE +/- 0.75, N = 412.0523.4839.7742.4058.9763.841. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUAVX512 OnAVX512 Off1224364860Min: 11.9 / Avg: 12.05 / Max: 12.28Min: 23.05 / Avg: 23.48 / Max: 23.76Min: 35.87 / Avg: 39.77 / Max: 40.21Min: 38.35 / Avg: 42.4 / Max: 42.95Min: 56.55 / Avg: 58.97 / Max: 59.6Min: 61.58 / Avg: 63.84 / Max: 64.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off1122334455SE +/- 0.09, N = 15SE +/- 0.19, N = 3SE +/- 0.10, N = 14SE +/- 0.23, N = 14SE +/- 0.28, N = 5SE +/- 0.54, N = 411.1016.8417.8233.5726.9849.151. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUAVX512 OnAVX512 Off1020304050Min: 10.13 / Avg: 11.1 / Max: 11.34Min: 16.52 / Avg: 16.84 / Max: 17.18Min: 16.47 / Avg: 17.82 / Max: 17.98Min: 30.62 / Avg: 33.57 / Max: 33.91Min: 25.88 / Avg: 26.98 / Max: 27.28Min: 47.53 / Avg: 49.15 / Max: 49.761. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OnAVX512 Off1632486480SE +/- 0.29, N = 3SE +/- 0.33, N = 15SE +/- 0.44, N = 5SE +/- 0.40, N = 3SE +/- 0.74, N = 4SE +/- 0.88, N = 321.5330.5342.6349.1066.3069.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUAVX512 OnAVX512 Off1428425670Min: 20.94 / Avg: 21.53 / Max: 21.87Min: 27.42 / Avg: 30.53 / Max: 32.02Min: 40.9 / Avg: 42.63 / Max: 43.27Min: 48.35 / Avg: 49.1 / Max: 49.71Min: 64.07 / Avg: 66.3 / Max: 67.11Min: 68.09 / Avg: 69.85 / Max: 70.791. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OnAVX512 Off918273645SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.27, N = 5SE +/- 0.53, N = 3SE +/- 0.44, N = 411.8818.8326.7026.9939.1939.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUAVX512 OnAVX512 Off816243240Min: 11.65 / Avg: 11.88 / Max: 12Min: 18.75 / Avg: 18.83 / Max: 18.96Min: 26.56 / Avg: 26.7 / Max: 26.8Min: 25.95 / Avg: 26.99 / Max: 27.38Min: 38.12 / Avg: 39.19 / Max: 39.73Min: 38.36 / Avg: 39.69 / Max: 40.181. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OnAVX512 Off110220330440550SE +/- 0.99, N = 3SE +/- 1.31, N = 3SE +/- 2.39, N = 3SE +/- 3.01, N = 7SE +/- 4.31, N = 5SE +/- 7.04, N = 3109.68233.17302.21331.58438.37510.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
Ryzen 7 7840UCore i7 1165G7Core i7 1065G7OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUAVX512 OnAVX512 Off90180270360450Min: 108.35 / Avg: 109.68 / Max: 111.62Min: 231.55 / Avg: 233.17 / Max: 235.76Min: 297.71 / Avg: 302.21 / Max: 305.84Min: 313.64 / Avg: 331.58 / Max: 336.07Min: 421.26 / Avg: 438.37 / Max: 444.12Min: 496.04 / Avg: 510.12 / Max: 517.321. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

135 Results Shown

CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Megahertz
    Watts
miniBUDE
OpenVINO:
  Face Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Vehicle Detection FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
  Pathtracer ISPC - Crown
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
  Pathtracer ISPC - Crown
miniBUDE
libxsmm
libxsmm
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 16 - AlexNet
  CPU - 16 - GoogLeNet
  CPU - 64 - ResNet-50
  CPU - 64 - AlexNet
  CPU - 64 - GoogLeNet
TensorFlow:
  CPU - 16 - ResNet-50
  CPU - 16 - AlexNet
  CPU - 16 - GoogLeNet
  CPU - 64 - ResNet-50
  CPU - 64 - AlexNet
  CPU - 64 - GoogLeNet
OpenVKL
OSPRay
OSPRay:
  gravity_spheres_volume/dim_512/ao/real_time
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/pathtracer/real_time
OSPRay
OSPRay
Cpuminer-Opt:
  scrypt
  Quad SHA-256, Pyrite
Cpuminer-Opt:
  scrypt
  Quad SHA-256, Pyrite
Cpuminer-Opt:
  Myriad-Groestl
  Blake-2 S
  x25x
  Garlicoin
  Skeincoin
  LBC, LBRY Credits
Cpuminer-Opt:
  Myriad-Groestl
  Blake-2 S
  x25x
  Garlicoin
  Skeincoin
  LBC, LBRY Credits
OSPRay Studio:
  CPU Peak Freq (Highest CPU Core Frequency) Monitor:
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
  CPU Temp Monitor:
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
OSPRay Studio:
  1 - 1080p - 1 - Path Tracer
  1 - 1080p - 32 - Path Tracer
  1 - 4K - 1 - Path Tracer
  1 - 4K - 32 - Path Tracer
  3 - 1080p - 1 - Path Tracer
  3 - 1080p - 32 - Path Tracer
  3 - 4K - 1 - Path Tracer
  3 - 4K - 32 - Path Tracer
oneDNN:
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
OpenVINO:
  Face Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Vehicle Detection FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU